Tag: detection
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The need for a board-level definition of cyber resilience
Tags: awareness, business, cisa, compliance, control, crime, cyber, cybercrime, cybersecurity, detection, finance, framework, governance, law, metric, regulation, resilience, risk, risk-analysis, risk-management, service, supply-chain, technologyWhere the literature converges: Organizational outcomes vs. policy and controls It’s consistently agreed that cyber resilience should be tied to organizational outcomes rather than technical controls and policies. Rather than focusing on metrics such as mean time to detection or number of security controls, organizational cyber resilience needs to evaluate levels of business continuity, preservation…
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Mallory Launches AI-Native Threat Intelligence Platform, Turning Global Threat Data Into Prioritized Action
What are the real threat vectors for our organization?What’s actually exploitable in our environment right now?What should we proactively fix?The platform monitors thousands of threat sources, contextualizes them against a user’s actual attack surface, and puts that intelligence to work across hunt, detection, and exposure management use cases. One platform. Answers, not alerts.Modern teams receive…
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Newly Discovered PowMix Botnet Hits Czech Workers Using Randomized C2 Traffic
Cybersecurity researchers have warned of an active malicious campaign that’s targeting the workforce in the Czech Republic with a previously undocumented botnet dubbed PowMix since at least December 2025.”PowMix employs randomized command-and-control (C2) beaconing intervals, rather than persistent connection to the C2 server, to evade the network signature detections,” Cisco Talos First seen on thehackernews.com…
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prompted 2026 Can You See What Your Al Saw?
Author, Creator & Presenter: Mika Ayenson, Threat Research & Detection Engineer At Elastic Our thanks to [un]prompted for publishing their Creators, Authors and Presenter’s outstanding [un]prompted 2026 AI Security Practitioner content on the Organizations’ YouTube Channel. Permalink First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/unprompted-2026-can-you-see-what-your-al-saw/
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4 questions to ask before outsourcing MDR
2. Can your team separate real threats from noise?: Alert fatigue is one of the biggest barriers to effective security. Tools generate volumes of signals, but not all alerts represent real risk. When everything looks critical, teams either burn out or miss the alerts that matter most.MDR helps by applying human expertise and threat intelligence…
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5 trends defining the future of AI-powered cybersecurity
Tags: ai, automation, backup, breach, business, cloud, compliance, cyber, cybersecurity, data, defense, detection, endpoint, framework, government, metric, monitoring, msp, regulation, resilience, threatSee how AI is altering the landscape in the new N-able and Futurum report, Cybersecurity in the Age of AI: Moving from Fragile to Resilient. Get key insights on building a modern framework for business resilience. 2. From perimeter security to continuous cyber resilience: The “castle and moat” approach is obsolete. In a world of…
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Your Fraud Detection Model Is Already Too Late to the Party
Real-Time Payments, AI-Led Exploits Are Exposing Flaws Fraud Detection Can’t Catch For years, fraud prevention has followed a familiar script. A transaction is initiated. A model evaluates it. Fraud still gets detected as it happens or after it occurs. But this model is breaking down with the rise of instant payments and artificial intelligence tools.…
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Security Risk Advisors Purple Team Participants Can Now Earn CPE Credits
Philadelphia, United States / Pennsylvania, April 14th, 2026, CyberNewswire GIACandISC2now recognize active participation inSRA Purple Teamexercises as an eligible Continuing Professional Education (CPE) activity. Teams can earn CPE credits while strengthening organizational detection and response capabilities! How? Some CPE activities are pretty passive webinars, conferences and online courses can check a box. An SRA […]…
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China-linked cloud credential heist runs on typos and SMTP
Typosquatting for cloud-native espionage: The campaign relies heavily on deception, the researchers pointed out, using C2 domains closely resembling legitimate Alibaba Cloud services. The typosquatting approach allows malicious traffic to blend into routine cloud operations, specifically in environments where outbound filtering is absent.The implant used is an obfuscated ELF binary, with an executable designed for…
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How AI is transforming threat detection
Tags: ai, attack, automation, best-practice, business, ceo, cisa, cve, cyber, data, detection, email, endpoint, framework, google, governance, group, incident response, intelligence, international, jobs, kev, malware, network, nist, organized, phishing, risk, skills, soc, switch, technology, threat, toolReducing alert fatigue: In alert triage, AI agents are reducing alert fatigue by clustering alert patterns and enabling risk-based prioritization, adds Dipto Chakravarty, chief product and technology officer at Black Duck.For example, natural language processing agents can summarize threat alerts at scale and correlate them with threat intel feeds such as CVE.org and the CISA KEV Catalog,…
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The AI inflection point: What security leaders must do now
The questions have matured: The AI discussion in security has evolved in phases.First came skepticism from security leaders, asking whether AI actually works in security operations. Given years of overpromised technology, the caution was warranted.Experimentation followed, with questions centering on what types of work AI should handle and where it introduces risk.Now, the dominant questions…
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The AI inflection point: What security leaders must do now
The questions have matured: The AI discussion in security has evolved in phases.First came skepticism from security leaders, asking whether AI actually works in security operations. Given years of overpromised technology, the caution was warranted.Experimentation followed, with questions centering on what types of work AI should handle and where it introduces risk.Now, the dominant questions…
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APT41 Targets Linux Cloud Servers With New Winnti Backdoor
A previously undocumented Linux backdoor attributed to China-linked threat group APT41 (Winnti) has been uncovered, targeting cloud workloads across AWS, GCP, Azure, and Alibaba Cloud. The ELF-based implant, currently showing zero detections on VirusTotal, transforms Linux servers into stealthy credential theft nodes using a novel SMTP-based command-and-control (C2) mechanism. The discovery indicates a new phase in APT41’s Linux and cloud-targeted…
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Best of the Worst: Five Attacks That Already Knew Your Name
<div cla TL;DR This week’s Attack of the Day posts revealed a clear shift from volume to precision. A phishing PDF auto-launched a credential harvest page the instant it opened, no click required. A QR code inside another PDF had the target’s email address pre-encoded in base64, so the landing page pre-filled the victim’s username…
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Why Network Monitoring Alone Misses Application Attacks
Tags: application-security, attack, defense, detection, exploit, monitoring, network, tool, vulnerability, waf<div cla TL;DR Network security monitoring excels at traffic analysis and perimeter defense, yet research shows WAF alerts generate overwhelming noise with minimal correlation to actual exploit attempts. The gap exists because network tools operate at the packet level or network edge, while application attacks exploit vulnerabilities during code execution. Runtime application security through Application…
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When AI Finds a Way Out: The Alibaba Incident and Why Zero Trust Matters More Than Ever
Tags: access, ai, control, cybersecurity, data-breach, detection, firewall, flaw, identity, malware, network, software, threat, training, zero-trustThe incidentIn cybersecurity, the most important lessons rarely come from theory, but reality.A recent incident involving an experimental AI agent in the Alibaba ecosystem is one of those moments that forces us to pause and rethink some of our core assumptions. During what should have been just model training, the Alibaba AI agent began behaving…
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APT41 Delivers ‘Zero-Detection’ Backdoor to Harvest Cloud Credentials
The prolific China-backed threat group is targeting AWS, Google, Azure, and Alibaba cloud environments and using typosquatting to obscure C2 communication. First seen on darkreading.com Jump to article: www.darkreading.com/cloud-security/apt41-zero-detection-backdoor-harvest-cloud-credentials
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APT41 Delivers ‘Zero-Detection’ Backdoor to Harvest Cloud Credentials
The prolific China-backed threat group is targeting AWS, Google, Azure, and Alibaba cloud environments and using typosquatting to obscure C2 communication. First seen on darkreading.com Jump to article: www.darkreading.com/cloud-security/apt41-zero-detection-backdoor-harvest-cloud-credentials
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Hackers Exploit MSBuild LOLBin to Evade Detection in Fileless Windows Attacks
Cyber attackers are increasingly using Living Off the Land Binaries (LOLBins) to bypass security detection. By leveraging legitimate system tools, these attacks avoid signature-based defenses and operate without dropping traditional malware files. One such LOLBin now gaining attention is MSBuild.exe, a native Windows development tool signed by Microsoft. Originally designed to build and run C# code from XML-based…
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CrowdStrike Tests Claude Mythos for Vulnerability Detection
Early Tests of New Anthropic AI Model Show Fast Detection, Better Flaw Correlation. CrowdStrike’s early testing of Anthropic’s new Claude Mythos Preview AI model shows faster vulnerability detection and improved cross-system context, signaling a shift toward AI-driven security operations that compress discovery-to-response timelines and force new defensive frameworks. First seen on govinfosecurity.com Jump to article:…
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Your Next Breach Will Look Like Business as Usual
These are the fundamental detection model shifts cybersecurity teams need to make to keep up with the rising number of credential-based attacks. First seen on darkreading.com Jump to article: www.darkreading.com/identity-access-management-security/your-next-breach-business-as-usual
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How AI Is Reshaping Wholesale Network Defense
AI is reshaping network defense, enabling real-time DDoS detection and automated mitigation across global wholesale networks. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/how-ai-is-reshaping-wholesale-network-defense/
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CMMC compliance in the age of AI
Tags: access, ai, automation, awareness, business, compliance, control, data, detection, email, governance, government, grc, metric, risk, tool, trainingThe primary readiness gap: data scope awareness: Central to preparation is gaining a complete understanding of the data subject to CMMC 2.0 controls. Many organizations are still struggling to define the full scope of systems, workflows and third-party relationships that process or store CUI. When contractors conduct detailed CMMC-focused data inventories, it’s common that they’ll…
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GitHub, GitLab Abused for Malware and Phishing Campaigns
Hackers are increasingly abusing trusted software development platforms GitHub and GitLab to host malware and credential phishing campaigns, making defensive detection significantly harder for enterprises. Because these Git-based platforms are deeply integrated into development and business workflows, organizations cannot simply block them at the network edge, giving threat actors a powerful, trusted delivery channel. GitHub…
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DesckVB RAT Uses Fileless .NET Loader to Evade Detection
DesckVB RAT is emerging as a highly active and stealthy malware threat in 2026, leveraging layered obfuscation and fileless execution techniques to bypass traditional security defenses. The attack chain begins with a malicious JavaScript file that hides its true intent through complex encoding and code replication. This script copies its own logic into PowerShell and…
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What vibe hunting gets right about AI threat hunting, and where it breaks down
In this Help Net Security interview, Aqsa Taylor, Chief Security Evangelist, Exaforce, explains vibe hunting, an AI-driven approach to threat detection that inverts … First seen on helpnetsecurity.com Jump to article: www.helpnetsecurity.com/2026/04/10/aqsa-taylor-exaforce-vibe-hunting/
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What’s New in GravityZone April 2026 (v 6.72)
<div cla Bitdefender rolled out new functionality in Bitdefender GravityZone, a unified cybersecurity platform that provides prevention, protection, detection, and response capabilities for organizations of all sizes. These features, consistent with our multi-layered security strategy, are intended to ease the workload of security analysts, administrators, and users. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/whats-new-in-gravityzone-april-2026-v-6-72/